Knowledge-Decoupled Functionally Invariant Path with Synthetic Personal Data for Personalized ASR

Yue Gu, Zhihao Du, Ying Shi +2

Fine-tuning generic ASR models with large-scale synthetic personal data can enhance the personalization of ASR models, but it introduces challenges in adapting to synthetic persona…